aria rahman
GRADUATE
American International University-Bangladesh
Project
Built a multi-task pipeline for joint spacecraft classification, detection, and segmentation. Designed CQCA and CCLP modules to bridge segmentation context into classification. Ran a 3-way ablation study, evaluating with mAP, mIoU, and F1 via COCO-style m
Project
Compiled operational records by filtering, and handling outliers using Z-score capping. Conducted exploratory data analysis using aggregations and statistical computations. Prepared a performance scoring report using normalization and weighted metrics to
Project
Performed data pre-processing, EDA, and feature engineering to validate dataset consistency and quality. Applied statistical modeling with feature importance analysis to identify key performance drivers. Prepared a rule-based reporting framework with ROI-
Project
Designed a modular Space Invaders game with horizontal player movement and shooting. Developed alien grid movement with randomized firing behavior and collision-based damage system.